Emotion detector

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Facial Expression

Classification

Facial Expression Image Dataset

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Versions!
2022-10-10 3:32pm
v1
·
2 years ago
21908
v1

2022-10-10 3:32pm

Generated on Oct 10, 2022
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21908 Total Images

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Dataset Split

Train Set 82%
17943Images
Valid Set 10%
2287Images
Test Set 8%
1678Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Brightness: Between -34% and +34%
Noise: Up to 5% of pixels